N. Dorukhan Sergin
N. Dorukhan Sergin
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Sailing Autonavigate: The Problem
This is the second post on the series that explains the side project I just started working on: Sailing Autonavigate. If you haven’t done so, I suggest reading the kickoff post to understand the context behind it.
Last updated on Jan 7, 2021
7 min read
Sailing Autonavigate: Kickoff
If you don’t have a special interest in sailing, you probably haven’t heard of Vendee Globe. It is an round-the-world sailing race that takes place every 4 years the last of which is happening as I am writing the blog post.
Last updated on Jan 4, 2021
3 min read
From PCA to RPCA
PCA is widely known by its geometric interpretation. That is, finding successive orthonormal vectors to project the data onto, such that the reprojected variance is kept at a maximum. Here is another way to look at PCA.
Dorukhan Sergin
Last updated on Jan 7, 2021
4 min read
Implementing Robust PCA in Python
In a previous post, I introduce robust PCA, the math behind and an example where I put the model in action. This post I will share my Python implementation of robust PCA.
Dorukhan Sergin
Last updated on Jan 7, 2021
9 min read
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